Update README.md

README.md

@@ -12,9 +12,9 @@ base_model:
 - meta-llama/Llama-3.1-8B-Instruct
 ---
 
-# SLIMER-3-PARALLEL: Show Less Instruct More Entity Recognition LLaMA3
+# SLIMER-PARALLEL-LLaMA3
 
-This LLaMA-3 based SLIMER implementation scores +17 % over paper's original SLIMER LLaMA-2,
+This LLaMA-3 based SLIMER scores +17 % over paper's original SLIMER LLaMA-2,
 while allowing up to 16 NEs to be extracted in parallel per prompt. 
 
 GitHub repository: https://github.com/andrewzamai/SLIMER/tree/LLaMA3
@@ -84,13 +84,10 @@ Instructed on a reduced number of samples, it is designed to tackle never-seen-b
             <p><b>Instruction:</b> Extract the entities of type <b>[NEs_list]</b> from the text chunk you have read. Be aware that not all of these entities are necessarily present. Do not extract entities that do not exist in the text, return an empty list for that tag. Ensure each entity is assigned to only one appropriate class.</p>
             <p>To help you, here are dedicated Definition and Guidelines for each entity tag.</p>
             <div class="definition">
-            <p>{
-            <b>"TASK":</b>: {
-            "Definition": "",
-            "Guidelines": ""
-        }
-    }</p>
-</div>
+            <p>{<b>"NE_type_1":</b>: {"Definition": "", "Guidelines": ""}}</p>
+            <p><b> ... </b>
+            <p>{<b>"NE_type_N":</b>: {"Definition": "", "Guidelines": ""}}</p>
+            </div>
             <p>Return only a JSON object. The JSON should strictly follow this format: {expected_json_format}. DO NOT output anything else, just the JSON itself.</p>
             <p><b><|eot_id|><|start_header_id|>assistant<|end_header_id|></b></p>
         </div>